Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004151

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001126

distance 0.191 · cross-district

#2 · Dharashivcell 4880000327

distance 0.191 · cross-district

#3 · Dharashivcell 4880006014

distance 0.191 · cross-district

#4 · Akolacell 4670000491

distance 0.192 · cross-district

#5 · Beedcell 4700001190

distance 0.196

#6 · Beedcell 4700003800

distance 0.197

#7 · Dharashivcell 4880004457

distance 0.2 · cross-district

#8 · Washimcell 4990001313

distance 0.202 · cross-district

#9 · Beedcell 4700003629

distance 0.202

#10 · Nandedcell 4850000165

distance 0.202 · cross-district

#11 · Buldhanacell 4720001044

distance 0.204 · cross-district

#12 · Washimcell 4990000512

distance 0.205 · cross-district

#13 · Parbhanicell 4890001414

distance 0.206 · cross-district

#14 · Akolacell 4670001180

distance 0.206 · cross-district

#15 · Beedcell 4700006415

distance 0.207

#16 · Amravaticell 4680000817

distance 0.209 · cross-district

#17 · Jalnacell 4790003060

distance 0.209 · cross-district

#18 · Yavatmalcell 5000003785

distance 0.21 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700004151}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.